SurvivalLogRankExpertFinder

java.lang.Object

adaa.analytics.rules.logic.induction.AbstractFinder

adaa.analytics.rules.logic.induction.RegressionFinder

adaa.analytics.rules.logic.induction.RegressionExpertFinder

adaa.analytics.rules.logic.induction.SurvivalLogRankExpertFinder

All Implemented Interfaces:: IExpertFinder, AutoCloseable

public class SurvivalLogRankExpertFinder extends RegressionExpertFinder

Class for growing and pruning log rank-based survival rules with user's knowledge.

Field Summary

Fields inherited from class adaa.analytics.rules.logic.induction.RegressionExpertFinder
knowledge

Fields inherited from class adaa.analytics.rules.logic.induction.AbstractFinder
attributeValuesOrder, modifier, params, pool, threadCount
Constructor Summary

Constructors

Constructor

Description

SurvivalLogRankExpertFinder(InductionParameters params)
Method Summary

Modifier and Type

Method

Description

protected boolean

checkCandidate(IExampleSet dataset, Rule rule, ConditionBase candidate, Set<Integer> uncovered, Set<Integer> covered, ConditionEvaluation currentBest)

void

postprocess(Rule rule, IExampleSet dataset)

Postprocesses a rule.

Methods inherited from class adaa.analytics.rules.logic.induction.RegressionExpertFinder
adjust, grow, setKnowledge

Methods inherited from class adaa.analytics.rules.logic.induction.RegressionFinder
checkCandidate, induceCondition, induceCondition_mean

Methods inherited from class adaa.analytics.rules.logic.induction.AbstractFinder
addObserver, clearObservers, close, names2attributes, notifyConditionAdded, notifyConditionRemoved, notifyGrowingFinished, notifyGrowingStarted, notifyRuleReady, preprocess, prune

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details
- SurvivalLogRankExpertFinder
  
  public SurvivalLogRankExpertFinder(InductionParameters params)
Method Details
- postprocess
  
  public void postprocess(Rule rule, IExampleSet dataset)
  
  Postprocesses a rule.
  
  Overrides:
  
  postprocess in class AbstractFinder
  
  Parameters:
  
  rule - Rule to be postprocessed.
  
  dataset - Training set.
- checkCandidate
  
  protected boolean checkCandidate(IExampleSet dataset, Rule rule, ConditionBase candidate, Set<Integer> uncovered, Set<Integer> covered, ConditionEvaluation currentBest)
  
  Overrides:
  
  checkCandidate in class RegressionExpertFinder